opytimizer.spaces.hyper_complex

Hypercomplex-based search space.

class opytimizer.spaces.hyper_complex.HyperComplexSpace(n_agents: int, n_variables: int, n_dimensions: int, mapping: Optional[List[str]] = None)

An HyperComplexSpace class that will hold agents, variables and methods related to the hypercomplex search space.

__init__(n_agents: int, n_variables: int, n_dimensions: int, mapping: Optional[List[str]] = None) → None

Initialization method.

Parameters:

• n_agents – Number of agents.
• n_variables – Number of decision variables.
• n_dimensions – Number of search space dimensions.
• mapping – String-based identifiers for mapping variables’ names.

_initialize_agents() → None

Initializes agents with their positions and defines a best agent.